ColinShaw/python-keras-polynomial-deep-networks

Stars
2
Language
Created over 7 years ago
Updated over 4 years ago

ColinShaw/python-keras-polynomial-deep-networks

ColinShaw

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

An exploration of deep network efficiency and power using polynomial models

machine-learning-resources

List of books and other resources that are related to deep learning

robotics-and-machine-vision-resources

Book, articles and interesting things related to robotics

python-keras-encoder-decoder-unet

A Keras project with similarly sized encoder-decoder and u-net networks applied to identifying cars

python-keras-flask-deployment-example

An example of deploying a Keras VGG16 ImageNet classifier using Flask

ocaml-simple-fft

A really simple OCaml FFT

python-neural-network-audio-reconstruction

Some Jupyter notebooks having to do with training neural networks to reconstruct audio signals

Jupyter Notebook

python-keras-pet-segmentation

Segmentation model for detecting pets images (or whatever)

self-driving-car-capstone

The capstone project for Udacity's self-driving car program

Jupyter Notebook

yet-another-face-tracker

Just a short and easy implementation using face_detection for multiple facial tracking in real time

ocaml-fir-filters

FIR and Upsampling Filters in OCaml

udacity-term-3-quizzes-et-cetera

Various fragments of code that are of merit to keep from Udacity's self-driving car program in term 3

python-similar-image-detector

Similar image detection service example using Python, Keras, TensorFlow, scikit-learn and OpenCV

cyclic-poisson-forecasting-models

Various models for forecasting Poisson processes with cyclic underlying variability

Jupyter Notebook

vehicle-detection-and-tracking

Turn-in assignment for Udacity project detecting and tracking vehicles

Jupyter Notebook

python-cnn-visualization

Black box visualization of the convolutional neural network used in behavior cloning

jupyter-keras-weight-visualization

Visualization of the VGG16 weights in a Jupyer notebook

Jupyter Notebook

cpp-path-planning-project

The path planning project for term 3 of Udacity's self-driving car program

fast-configurable-image-labeler

A fast classifier for small training example cat face labeling

python-deep-learning-toys

A collection of deep learning toy projects in Python that have merit for future reference

Jupyter Notebook